{"id":"W2332488394","doi":"10.1097/hco.0b013e3283502137","title":"Integration of monitoring technology for heart failure","year":2012,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Libin Cardiovascular Institute of Alberta; Dalhousie University","funders":"","keywords":"Medicine; Heart failure; Decompensation; Intensive care medicine; Cardiac resynchronization therapy; Volume overload; Cardiology; Acute decompensated heart failure; Internal medicine; Emergency medicine; Ejection fraction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002097661,0.0009808004,0.002509585,0.003313072,0.0002778489,0.002198313,0.001294906,0.001780681,0.007108389],"category_scores_gemma":[0.009508527,0.0003449339,0.001899983,0.003204432,0.000649476,0.001997601,0.00122089,0.001682005,0.002144115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000827266,"about_ca_system_score_gemma":0.002895128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001427836,"about_ca_topic_score_gemma":0.001631522,"domain_scores_codex":[0.9980443,0.0004656838,0.0005133071,0.0002077672,0.0006830743,0.00008597321],"domain_scores_gemma":[0.9933324,0.003996271,0.00133271,0.0001276781,0.001075227,0.0001356078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009794605,0.00002601733,0.000423159,0.2201264,0.000646983,0.0001187084,0.0000926493,0.0001664181,0.0002914602,0.001720582,0.05507386,0.7212158],"study_design_scores_gemma":[0.00004986439,0.0001158753,0.003308965,0.1968587,0.002039651,0.001348815,0.0001126292,0.0001138955,0.0002980495,0.001246565,0.7944733,0.00003378488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000513602,0.9983182,0.00007360434,0.0004051413,0.0006245757,0.00001456807,0.00004471145,0.000005926558,0.0004619518],"genre_scores_gemma":[0.0008850637,0.9973067,0.0001591028,0.0007508383,0.0006173092,0.0000211465,0.00006144607,0.000004294378,0.0001939806],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007108389,"threshold_uncertainty_score":0.02377993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2184476962021813,"score_gpt":0.4687829294247506,"score_spread":0.2503352332225693,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}